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一种具有顽健性的无线数能网络的时隙资源分配和多用户选择算法
Robust time resource allocation and multi-user selection algorithm for data and energy integrated communication network
- 物联网学报 2019年3卷第3期 页码：34-40
- 作者机构：
- 作者简介：
[ "杨佳雨（1996- ），男，四川成都人，电子科技大学硕士生，主要研究方向为数能一体化网络资源分配、调制与解调技术、强化学习和深度学习。" ]
[ "胡杰（1985- ），男，河北石家庄人，博士，电子科技大学信息与通信工程学院副教授、硕士生导师，主要研究方向为无线通信与组网中的物理层设计和资源分配、无线数能一体化传输关键技术等。" ]
[ "冷甦鹏（1973- ），男，四川资中人，博士，电子科技大学教授、博士生导师，主要研究方向为物联网、车联网、新一代宽带无线网络、无线自组织网、智能交通信息系统的资源管理、介质访问控制、路由、组网与互联、智能算法理论及技术应用等。" ]
[ "杨鲲（1969- ），男，吉林长春人，博士，英国埃塞克斯大学主席教授、电子科技大学信息与通信工程学院兼职特聘教授，主要研究方向为无线网络和通信、无线数能一体化传输技术、计算与通信协作技术以及未来互联网技术等。" ]
- 基金信息：国家自然科学基金资助项目;The National Natural Science Foundation of China(61971102);国家自然科学基金资助项目;The National Natural Science Foundation of China(U1705263);国防科技创新特区以及四川省科技计划资助项目;The Special National Defense Science and Technology Innovation Zone and Sichuan Science and Technology Program Subsidized Projects(2019YJ0194)
DOI：10.11959/j.issn.2096-3750.2019.00117
中图分类号： TN929纸质出版日期：2019-09-30，
网络出版日期：2019-09，
- 稿件说明：
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杨佳雨, 胡杰, 冷甦鹏, 等. 一种具有顽健性的无线数能网络的时隙资源分配和多用户选择算法[J]. 物联网学报, 2019,3(3):34-40.
JIAYU YANG, JIE HU, SUPENG LENG, et al. Robust time resource allocation and multi-user selection algorithm for data and energy integrated communication network. [J]. Chinese journal on internet of things, 2019, 3(3): 34-40.
杨佳雨, 胡杰, 冷甦鹏, 等. 一种具有顽健性的无线数能网络的时隙资源分配和多用户选择算法[J]. 物联网学报, 2019,3(3):34-40. DOI： 10.11959/j.issn.2096-3750.2019.00117.
JIAYU YANG, JIE HU, SUPENG LENG, et al. Robust time resource allocation and multi-user selection algorithm for data and energy integrated communication network. [J]. Chinese journal on internet of things, 2019, 3(3): 34-40. DOI： 10.11959/j.issn.2096-3750.2019.00117.
摘要
在无线能量和数据传输资源分配的现有研究中，并未考虑多用户场景下电池容量对吞吐量性能的影响。提出了一种具有顽健性的资源分配算法进行吞吐量优化，解决实际网络场景中由于电池容量差异较大、单一模型无法合理进行资源分配的问题。此外，还发现了多用户选择和时隙分配之间的联系，提出了一种在功率约束下的多用户选择与时隙分配联合优化算法。仿真结果表明，所提出的算法吞吐量性能更好，更适用于无线数能网络。
Abstract
In the existing research on resource allocation in wireless energy and data transmission
the impact of battery capacity on throughput under multi-user scenarios is not considered.A robust resource allocation algorithm was proposed to optimize throughput and solve the problem that a single model could not reasonably allocate resources in real world network scenarios due to large differences in battery capacity.In addition
a connection between multi-user selection and slot allocation was found
and a joint optimization algorithm of multi-user selection and slot allocation under the constraint of power was proposed.The simulation results show that the proposed algorithm has better throughput performance and is more suitable for wireless data and energy transmission network.
关键词
无线数能网络物联网资源分配多用户选择
Keywords
data and energy integrated communication network (DEIN)Internet of thingsresource allocationmultiuser selection
references
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